November 2017
Intermediate to advanced
304 pages
6h 58m
English
Content preview from Machine Learning with TensorFlow 1.x
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Problem 7 - MegaFace dataset
Project link: http://megaface.cs.washington.edu/
MegaFace provides a large scale dataset for face recognition. The MegaFace dataset is divided into three parts:
- Training set
- Test set
- Distractors
The Training set contains 4.7 million photos of over 672,057 unique identities. The test set contains the images from the FaceScrub and FGNet dataset. The distractors contain one million photos of 690,572 unique users. Currently, there are two challenges in the MegaFace website. In challenge 1, you can train using any dataset and test your method with the one million distractors. Your method needs to discriminate between a set of known people while classifying the distractors as unknown people. In challenge 2, you will ...
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